Define the decision before the data
Risk is relative to a decision. The relevant evidence for handing over apartment keys is not the relevant evidence for wiring funds or dispatching a technician into a home.
Write down the decision, the factors that actually bear on it, and the threshold, before you pull anything. Criteria invented after the report is open are the ones that turn into discrimination claims.
Weight verified evidence, discard the rest
Anonymous complaints, unverified allegations, and search-engine noise feel like signal and are not. They cannot be cited, cannot be disputed, and cannot be defended.
A usable assessment rests on identity confirmation, authoritative records such as court dispositions and regulatory findings, and firsthand reports that survived human review against evidence.
- Confirm identity before weighting any finding.
- Prefer authoritative sources over aggregated summaries.
- Record the reason for each factor's weight.
- Re-run the assessment when the underlying record changes.
Consistency is the compliance story
Applying different criteria to different applicants for the same role or unit is the fastest route to liability, even when each individual decision felt reasonable.
A standardized score plus cited underlying evidence lets an organization show that the same yardstick was used every time and explain exactly what moved a specific outcome.
How the HOD Score expresses risk
The HOD Score is a system-calculated number from 0 to 1,000. No employee and no subscriber can adjust it by hand, and nothing counts until human verification clears it.
It is a starting point for judgment, not a verdict. The report underneath it carries the citations that let a reviewer see exactly why the number is where it is.